Merge pull request #16 from microscopic-image-analysis/publications_update

Updated the PATT paper's bib info from preprint to proceedings-version

Author: Philip-Schaer

_publications/2023-07-27-gpss.md

@@ -7,6 +7,6 @@ involved:
 *Gibbsian polar slice sampling*  
 Philip Schär, Michael Habeck, Daniel Rudolf  
 Proceedings of the 40th International Conference on Machine Learning (ICML),  
-PMLR 202:30204-30223, 2023  
+PMLR 202, pp. 30204-30223, 2023  
 [Link to Paper](https://proceedings.mlr.press/v202/schar23a.html)  
 [Link to Source Code](https://github.com/microscopic-image-analysis/Gibbsian_Polar_Slice_Sampling)

_publications/2023-11-01-pss.md

@@ -5,5 +5,5 @@ involved:
 
 *Dimension-independent spectral gap of polar slice sampling*  
 Daniel Rudolf, Philip Schär  
-Statistics and Computing 34, article 20, 2024  
+Statistics and Computing 34(1), article 20, 2024  
 [Link to Paper](https://doi.org/10.1007/s11222-023-10335-y)

_publications/2024-01-29-patt_mcmc.md renamed to _publications/2024-07-21-patt_mcmc.md

@@ -6,7 +6,7 @@ involved:
 
 *Parallel affine transformation tuning of Markov chain Monte Carlo*  
 Philip Schär, Michael Habeck, Daniel Rudolf  
-Accepted for Publication at the 41th International Conference on Machine Learning (ICML).  
-arXiv preprint arXiv:2401.16567  
-[Link to Paper](https://arxiv.org/abs/2401.16567)  
+Proceedings of the 41st International Conference on Machine Learning (ICML).  
+PMLR 235, pp. 43571-43607, 2024  
+[Link to Paper](https://proceedings.mlr.press/v235/schar24a.html)  
 [Link to Source Code](https://github.com/microscopic-image-analysis/patt_mcmc)